BEIJING—Chinese authorities said they punished nearly 200 people for spreading online rumors in connection with recent major news events, in a government crackdown on politically sensitive discourse.

The sweep targeted people who the government said spread false Internet rumors regarding events such as the stock-market turmoil and deadly explosions earlier this month in the port city of Tianjin, the Ministry of Public Security said Sunday.